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13 followers · 15 following

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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paulelvers/README.md

Hi there I am Paul 👋

I 💟 Data Science, ML, and MLOps.

I built

  • recommendation systems in ecommerce
  • digital advertising optimization systems
  • personalization algorithms
  • item similarity indices
  • etl & elt jobs

I write

Tools & Technologies

AWS Google Cloud Python R Scala Keras NumPy Pandas PyTorch scikit-learn TensorFlow Streamlit MLflow GE Prefect Apache Airflow Apache Spark BQ Postgres MongoDB Trino GitLab CI PyCharm Atom Vim Jupyter Jenkins Docker

Courses and Certifications

Research

Before I started working in industry as a Data Scientist, I was a research fellow at the Max Planck Institute for empirical Aesthetics. During that time, I published more than 1️⃣4️⃣ Manuscripts, 7️⃣ of them in leading peer-reviewed journals of the field.

📖 Publications 📖

Pinned Loading

  1. datadrivers/effective-guide-mlops datadrivers/effective-guide-mlops Public

    Example end-to-end ml pipeline build with the Sagemaker Python SDK

    Jupyter Notebook 4 2

  2. streamlit_docker streamlit_docker Public

    Dockerfile 1

  3. paulelvers.github.io paulelvers.github.io Public

    HTML

  4. sentiment_analysis sentiment_analysis Public

    R 1 1